diff --git a/src/main.py b/src/main.py
index f58fc0d9d..621014ae6 100644
--- a/src/main.py
+++ b/src/main.py
@@ -14,7 +14,7 @@ from .plugins.chat.storage import MessageStorage
 from .plugins.config.config import global_config
 from .plugins.chat.bot import chat_bot
 from .common.logger import get_module_logger
-from .plugins.remote import heartbeat_thread # noqa: F401
+from .plugins.remote import heartbeat_thread  # noqa: F401
 
 
 logger = get_module_logger("main")
@@ -108,7 +108,6 @@ class MainSystem:
                 self.remove_recalled_message_task(),
                 emoji_manager.start_periodic_check(),
                 self.app.run(),
-                self.app.message_process(),
             ]
             await asyncio.gather(*tasks)
 
diff --git a/src/plugins/message/api.py b/src/plugins/message/api.py
index 0478aab16..30cc8aeca 100644
--- a/src/plugins/message/api.py
+++ b/src/plugins/message/api.py
@@ -26,11 +26,20 @@ class BaseMessageAPI:
         @self.app.post("/api/message")
         async def handle_message(message: Dict[str, Any]):
             try:
-                self.cache.append(message)
+                # 创建后台任务处理消息
+                asyncio.create_task(self._background_message_handler(message))
                 return {"status": "success"}
             except Exception as e:
                 raise HTTPException(status_code=500, detail=str(e)) from e
 
+    async def _background_message_handler(self, message: Dict[str, Any]):
+        """后台处理单个消息"""
+        try:
+            await self.process_single_message(message)
+        except Exception as e:
+            logger.error(f"Background message processing failed: {str(e)}")
+            logger.error(traceback.format_exc())
+
     def register_message_handler(self, handler: Callable):
         """注册消息处理函数"""
         self.message_handlers.append(handler)
@@ -45,23 +54,17 @@ class BaseMessageAPI:
                 # logger.error(f"发送消息失败: {str(e)}")
                 pass
 
-    async def message_process(
-        self,
-    ):
-        """启动消息处理"""
-        while True:
-            if len(self.cache) > 0:
-                for handler in self.message_handlers:
-                    try:
-                        await handler(self.cache[0])
-                    except Exception as e:
-                        logger.error(str(e))
-                        logger.error(traceback.format_exc())
-                self.cache.pop(0)
-            if len(self.cache) > 0:
-                await asyncio.sleep(0.1 / len(self.cache))
-            else:
-                await asyncio.sleep(0.2)
+    async def process_single_message(self, message: Dict[str, Any]):
+        """处理单条消息"""
+        tasks = []
+        for handler in self.message_handlers:
+            try:
+                tasks.append(handler(message))
+            except Exception as e:
+                logger.error(str(e))
+                logger.error(traceback.format_exc())
+        if tasks:
+            await asyncio.gather(*tasks, return_exceptions=True)
 
     def run_sync(self):
         """同步方式运行服务器"""